{
  "schema_version": "2.1",
  "slug": "hello-qm-catgo-lrg",
  "name": "Hello-QM/catgo-LRG",
  "agent_url": "https://github.com/Hello-QM/catgo-LRG",
  "repo_url": "https://github.com/Hello-QM/catgo-LRG",
  "category": "MCP Server",
  "run_id": "run-hello-qm-catgo-lrg-repotrack-2026-07-16",
  "run_at": "2026-07-16T13:14:00Z",
  "source": "hlido-repo-track",
  "review_track": "repo-surface",
  "evidence_tier": "repo-surface",
  "methodology_note": "Repo-surface track: this product is distributed as a repository (MCP server) with no web product surface, so the score derives ONLY from measurable public-repository signals — documentation, licensing, maintenance activity, releases, traction, agent-consumability. Each checklist item carries its evidence. Score ceiling 82/100: VITAL requires hands-on behavioral testing that repo signals cannot provide. Replaces a 2026-06/07 stub that carried a default score with no evidence.",
  "checklist": [
    {
      "id": "repo_reachable",
      "task": "Repository is publicly reachable",
      "required": true,
      "pass": true,
      "evidence": "GH API 200 for Hello-QM/catgo-LRG"
    },
    {
      "id": "readme_present",
      "task": "README documents the product (≥500 chars)",
      "required": true,
      "pass": true,
      "evidence": "README length 30770"
    },
    {
      "id": "license_present",
      "task": "License declared",
      "required": true,
      "pass": true,
      "evidence": "AGPL-3.0"
    },
    {
      "id": "install_documented",
      "task": "Install/usage instructions present",
      "required": true,
      "pass": true,
      "evidence": "install/usage section found in README"
    },
    {
      "id": "active_12mo",
      "task": "Maintained: pushed within 12 months and not archived",
      "required": true,
      "pass": true,
      "evidence": "last push 1d ago"
    },
    {
      "id": "releases_present",
      "task": "Tagged releases exist",
      "required": false,
      "pass": true,
      "evidence": "latest v1.4.5"
    },
    {
      "id": "community_traction",
      "task": "Community traction (≥50 stars)",
      "required": false,
      "pass": true,
      "evidence": "166 stars"
    },
    {
      "id": "ci_or_tests",
      "task": "CI workflows present",
      "required": false,
      "pass": true,
      "evidence": "14 workflow file(s)"
    },
    {
      "id": "recent_commit_90d",
      "task": "Actively developed (push within 90 days)",
      "required": false,
      "pass": true,
      "evidence": "last push 1d ago"
    },
    {
      "id": "agent_consumable",
      "task": "Agent-consumable surface documented (MCP config or CLI install)",
      "required": false,
      "pass": true,
      "evidence": "MCP server markers in README"
    }
  ],
  "repo_metrics": {
    "stars": 166,
    "forks": 17,
    "open_issues": 4,
    "archived": false,
    "pushed_at": "2026-07-15T23:59:56Z",
    "license": "AGPL-3.0",
    "language": "TypeScript"
  },
  "evidence_urls": [
    "https://github.com/Hello-QM/catgo-LRG",
    "https://api.github.com/repos/Hello-QM/catgo-LRG",
    "https://github.com/Hello-QM/catgo-LRG/releases"
  ],
  "laddoo_score": 82,
  "score": 82,
  "tier": "STEADY",
  "confidence": "medium",
  "summary": "Hello-QM/catgo-LRG — AI-driven workbench for computational materials science — interactive 3D structure viewer, natural-language CatBot assistant, visual DAG workflow engine, HPC job submission. Tauri desktop app with SvelteKit frontend and FastAPI Python backend. Drives VASP, ORCA, CP2K, QE, GPAW, DFTB+, SIESTA, LAMMPS.. Repo-surface review: measured from the public repository (166 stars, AGPL-3.0, last push 2026-07-15); not hands-on tested.",
  "staleness_after": "2026-10-14",
  "marking_signal": {
    "marking_statement": false,
    "detection_tool": false,
    "cop_signatory": null,
    "evidence_url": null,
    "checked_at": "2026-07-28",
    "source": "engine-browser-marking-retrofit"
  },
  "evidence_images": {
    "run_id": "run-3e7c549f050cd069-github-com",
    "base": "https://images.hlido.eu/reviews/hello-qm-catgo-lrg/run-3e7c549f050cd069-github-com",
    "files": [
      "home.png"
    ],
    "urls": [
      "https://images.hlido.eu/reviews/hello-qm-catgo-lrg/run-3e7c549f050cd069-github-com/home.png"
    ],
    "verified_at": "2026-07-31T09:31:38.681Z",
    "verified_count": 1,
    "note": "Screenshots captured by the Hlido engine during the reviewed run, served from R2. Every URL here was HEAD-verified at the timestamp above. `run_id` is the ENGINE run id — it differs from `scorecard.run_id` and is the only one these keys resolve under."
  }
}